A Construction of (5,3) MDS Codes with Optimal Repair Capability for Distributed Storage Systems

被引:0
作者
Guan, Sheng [1 ]
Kan, Haibin [1 ]
Wang, Xin [2 ]
机构
[1] Fudan Univ, Sch Comp Sci, Shanghai, Peoples R China
[2] Fudan Univ, Sch Informat Sci & Engn, Shanghai, Peoples R China
来源
2017 9TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP) | 2017年
关键词
Distributed storage systems; interference alignment; maximum-distance-separable codes; repair bandwidth; MSR;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Maximum-distance-separable (MDS) codes are a class of erasure codes that are widely adopted to enhance the reliability of distributed storage systems (DSS). In this paper, we develop a new approach to construction of simple (5, 3) MDS codes. With judiciously block-designed generator matrices, we show that the proposed MDS codes have a minimum stripe size alpha = 2 and can be constructed over a small (Galois) finite field F-4 of only four elements, both facilitating low-complexity computations and implementations for data storage, retrieval and repair. In addition, with the proposed MDS codes, any single node failure can be repaired through interference alignment technique with a minimum data amount downloaded from the surviving nodes; i.e., the proposed codes ensure optimal repair of any single node failure using the minimum bandwidth. The low-complexity and all-node-optimal-repair properties of the proposed MDS codes make them readily deployed for practical DSS.
引用
收藏
页数:6
相关论文
共 12 条
[1]   Network Coding for Distributed Storage Systems [J].
Dimakis, Alexandros G. ;
Godfrey, P. Brighten ;
Wu, Yunnan ;
Wainwright, Martin J. ;
Ramchandran, Kannan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (09) :4539-4551
[2]  
Guan S., 2017, ARVIX170604898
[3]   Linear Exact-Repair Construction of Hybrid MSR Codes in Distributed Storage Systems [J].
Liang, Songtao ;
Yuan, Chen ;
Kan, Haibin .
IEEE COMMUNICATIONS LETTERS, 2014, 18 (07) :1095-1098
[4]   Repair Optimal Erasure Codes Through Hadamard Designs [J].
Papailiopoulos, Dimitris S. ;
Dimakis, Alexandros G. ;
Cadambe, Viveck R. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (05) :3021-3037
[5]   Optimal Exact-Regenerating Codes for Distributed Storage at the MSR and MBR Points via a Product-Matrix Construction [J].
Rashmi, K. V. ;
Shah, Nihar B. ;
Kumar, P. Vijay .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (08) :5227-5239
[6]   Interference Alignment in Regenerating Codes for Distributed Storage: Necessity and Code Constructions [J].
Shah, Nihar B. ;
Rashmi, K. V. ;
Kumar, P. Vijay ;
Ramchandran, Kannan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (04) :2134-2158
[7]   Exact-Repair MDS Code Construction Using Interference Alignment [J].
Suh, Changho ;
Ramchandran, Kannan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (03) :1425-1442
[8]   Zigzag Codes: MDS Array Codes With Optimal Rebuilding [J].
Tamo, Itzhak ;
Wang, Zhiying ;
Bruck, Jehoshua .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (03) :1597-1616
[9]   MDR Codes: A New Class of RAID-6 Codes with Optimal Rebuilding and Encoding [J].
Wang, Yan ;
Yin, Xunrui ;
Wang, Xin .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (05) :1008-1018
[10]  
Wang Z., 2012, P ISIT